allow for updating only certain fields of a record ID via rg.log projection
#2535
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frascuchon
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# Description Changes in this PR affect directly the way the clients log data. If the record info contains the `id`, the record will be partially updated. This means that logging data can be done by passing a subset of per-record attributes, instead of the whole record. Closes #2535 Refs #2534 **Type of change** (Please delete options that are not relevant. Remember to title the PR according to the type of change) - [x] Improvement (change adding some improvement to an existing functionality) **How Has This Been Tested** Added tests covering this new feature **Checklist** - [x] I have merged the original branch into my forked branch - [ ] I added relevant documentation - [x] follows the style guidelines of this project - [x] I did a self-review of my code - [ ] I made corresponding changes to the documentation - [x] My changes generate no new warnings - [x] I have added tests that prove my fix is effective or that my feature works - [x] I have added relevant notes to the CHANGELOG.md file (See https://keepachangelog.com/)
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## [1.7.0](v1.6.0...v1.7.0) ### Added - add `max_retries` and `num_threads` parameters to `rg.log` to run data logging request concurrently with backoff retry policy. See [#2458](#2458) and [#2533](#2533) - `rg.load` accepts `include_vectors` and `include_metrics` when loading data. Closes [#2398](#2398) - Added `settings` param to `prepare_for_training` ([#2689](#2689)) - Added `prepare_for_training` for `openai` ([#2658](#2658)) - Added `ArgillaOpenAITrainer` ([#2659](#2659)) - Added `ArgillaSpanMarkerTrainer` for Named Entity Recognition ([#2693](#2693)) - Added `ArgillaTrainer` CLI support. Closes ([#2809](#2809)) ### Changed - Argilla quickstart image dependencies are externalized into `quickstart.requirements.txt`. See [#2666](#2666) - bulk endpoints will upsert data when record `id` is present. Closes [#2535](#2535) - moved from `click` to `typer` CLI support. Closes ([#2815](#2815)) - Argilla server docker image is built with PostgreSQL support. Closes [#2686](#2686) - The `rg.log` computes all batches and raise an error for all failed batches. - The default batch size for `rg.log` is now 100. ### Fixed - `argilla.training` bugfixes and unification ([#2665](#2665)) - Resolved several small bugs in the `ArgillaTrainer`. ### Deprecated - The `rg.log_async` function is deprecated and will be removed in next minor release.
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for now we can do this only for the metadata info and the status, but we could extend it to other fields
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Additional context
/docs#/records/partial_update_dataset_record_api_datasets__name__records__record_id__patch
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